LOAD AND DESCRIBE THE DATA

QUESTION 1:

a.)

b.)

c.)

PERFORM EDA AND DATA CLEANING

QUESTION:2

a.)

b.)

c.)

d) Scaling & Normalization

e.)

QUESTION:3

a.)

We have performed univariate analysis for each variable(in the HTML file.) For lread its is positively skewed and greater frequency. For lwrite its similar to lread but its less frequent. For all of the graphs itself we can see an unique peak in the beginning and then a drop which is constant and then a sudden rise as well. For pg scan we can see there is no data to be distributed

Build a linear Regression Model(scaled)

4.)

Check Multi-collinearity using VIF

Linear Regression Model

5.)